6 October 2026
AI competitor analysis
AI competitor analysis is Artificial Intelligence; SaidTrue applies Artificial Intelligence to produce visibility reports that show what major AI engines…
AI competitor analysis
Practical guide to AI competitor analysis for SaidTrue users
AI competitor analysis is Artificial Intelligence; SaidTrue applies Artificial Intelligence to produce visibility reports that show what major AI engines say about a website, how those answers are sourced, and where they diverge from the facts. Use SaidTrue’s scans and scorecards to compare how ChatGPT, Gemini, Perplexity and Claude present your site versus competitors and to prioritise fixes and monitoring.
How SaidTrue defines AI competitor analysis
How SaidTrue defines AI competitor analysis. AI competitor analysis is Artificial Intelligence, and SaidTrue uses that Artificial Intelligence to ask major chat engines customer-style questions, then collects the engines’ answers, sources and confidence signals so you can see how each engine presents your business and its competitors.
What to measure in an AI competitor analysis
What to measure in an AI competitor analysis. Measure each AI engine’s raw answer about a business, the explicit sources the engine cites (if any), whether the engine correctly identifies the business, and the comparative scorecard across engines and competitors showing consistency or divergence in claims.
How to run an AI competitor analysis with SaidTrue
How to run an AI competitor analysis with SaidTrue. Run SaidTrue’s free scan for your website to produce a public scorecard, review per-engine outputs for ChatGPT, Gemini, Perplexity and Claude, compare those outputs against competitors’ scorecards, and then enable monthly AI monitoring or a verified AI profile if you want ongoing coverage.
How to interpret SaidTrue visibility reports
How to interpret SaidTrue visibility reports. Read each engine’s answer and its cited sources on the report, note where an engine cannot confidently identify the business, and use the report’s scorecard and documented scoring rules to prioritise which discrepancies are high-risk (misleading facts or no source) versus lower priority (stylistic differences in wording).
How to turn SaidTrue findings into action
How to turn SaidTrue findings into action. Use SaidTrue’s report to correct or add authoritative facts on your website and public profiles, publish clear sources that match what AIs cite, add structured data and consistent contact/name/address details, and update FAQs or pages that AI systems repeatedly rely on so future answers reflect the truth.
How to decide whether to invest in ongoing AI competitor analysis
How to decide whether to invest in ongoing AI competitor analysis. Choose ongoing monitoring if AI-generated answers are affecting customer decisions, if multiple engines misidentify or misstate facts about your business, or if competitors gain visible advantage in AI answers; start with a free scan and move to monthly monitoring when you see recurring discrepancies or reputational risk.
Common questions
Which AI engines does SaidTrue check and display in its reports?
SaidTrue checks and displays outputs from ChatGPT, Gemini, Perplexity and Claude, showing what each engine said, the sources it used, and where those answers diverge from verifiable facts.
Does SaidTrue change what AI engines say about my business?
SaidTrue provides visibility reports that record what AI engines say and how they sourced the answers; SaidTrue does not directly change another engine’s output, but its reports show what to correct on your public pages so future AI answers can improve.
Is there a free way to see an AI competitor analysis on SaidTrue?
SaidTrue offers a free scan that produces a public scorecard so you can see the engines’ answers for your site and compare them to competitors before deciding on ongoing monitoring.
How SaidTrue approaches AI competitor analysis
We define "AI competitor analysis" as "Artificial Intelligence". Within that definition our work is practical and evidence-driven: we produce visibility reports for a website's presence in AI search, and we compare what major AI engines tell customers about businesses. Our scans ask ChatGPT, Gemini, Perplexity and Claude the customer questions they already ask, then show what was said, what was sourced, and where the truth diverges.
Common problems customers face
Clients come to us because AI answers about their business are incomplete, inconsistent or influenced by weak sources. AI summaries can omit critical facts when competitors or businesses keep information behind logins or don’t publish clear public signals; in those cases the depth of any automated analysis is limited by what is publicly available, a point highlighted by Competely (Competely - Competely.ai: https://competely.ai/).
Our method — step by step
We begin with a repeatable scan that queries multiple AI engines and captures the raw answers and citations they return. Next we map those answers against verified public signals — your web presence, review snippets, referenced pages — and we note mismatches between an engine’s claim and the supporting source. We then build a visibility report that ranks where AI is accurate, where it is guessing, and where it lacks visibility. Finally, we set up recurring monitoring so the report updates as AI outputs and public signals change; this continuous monitoring approach mirrors modern market-intelligence practices that prioritise live signal feeds and automated surveillance (Valona Intelligence - Competitor Analysis Tool: https://valonaintelligence.com/market-intelligence-software/competitor-analysis-tool).
Typical outcomes customers can expect
Customers receive a clear visibility report showing how AI presents their business across multiple engines, where those presentations are sourced, and where they diverge from verified facts. Teams use these reports to prioritise factual updates on public pages and to reduce the risk of misinformation in AI-driven recommendations. With ongoing scans and a verified AI profile, organisations gain a continuous picture of their AI presence rather than a one-off snapshot.
References
References
- Instant Competitive Analysis - Competely — Competely
- Competitor Analysis Tool — Valona Intelligence
Sources and supporting material
Further reading: